KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic

 

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Recent Submissions

  • Aprendizaje autómatico 

    Béjar Alonso, Javier; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel (Asociación de Técnicos de Informática, 1998-01)
    Article
    Open Access

  • Aprendizaje circunscripcional de reglas de primer orden mediante sesgos sintácticos y semánticos 

    Nuñez Esquer, Gustavo; Cortés García, Claudio Ulises (Asociación de Técnicos de Informática, 1992-08)
    Article
    Open Access
    Se describe un sistema de aprendizaje de reglas de primer orden, a partir de descripciones de situaciones en forma de ejemplos, que utiliza el formalismo de circunscripción como modelo formal de referencia. Los ejemplos ...

  • Building graph representations of deep vector embeddings 

    Garcia Gasulla, Dario; Vilalta Arias, Armand; Parés Pont, Ferran; Moreno Vázquez, Jonatan; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises; Suzumura, Toyotaro (Association for Computational Linguistics, 2017)
    Conference lecture
    Open Access
    Patterns stored within pre-trained deep neural networks compose large and powerful descriptive languages that can be used for many different purposes. Typically, deep network representations are implemented within vector ...

  • Full-network embedding in a multimodal embedding pipeline 

    Vilalta Arias, Armand; Garcia Gasulla, Dario; Parés Pont, Ferran; Moreno Vázquez, Jonatan; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises; Suzumura, Toyotaro (Association for Computational Linguistics, 2017)
    Conference lecture
    Open Access
    The current state-of-the-art for image annotation and image retrieval tasks is obtained through deep neural networks, which combine an image representation and a text representation into a shared embedding space. In this ...

  • Un compilador per l'UPCLISP 

    Riaño Ramos, David; Gibert, Karina; Torra Reventos, Vicenc; Cortés García, Claudio Ulises (1990)
    External research report
    Open Access
    El report recull el desenvolupament d'un compilador per a una versió de LISP pròpia de la UPC, l'UPCLISP. El procés de compilació va prenent una a una les funcions i després per a cadascuna d'elles fa una anàlisi de tipus ...

  • Herramienta basada en minería de datos para la automatización del diseño de sistemas inteligentes en EDAR 

    Pascual Pañach, Josep; Cugueró Escofet, Miquel Àngel; Sànchez-Marrè, Miquel; Aguiló Martos, Pere (Asociación Española de Abastecimientos de Agua y Saneamiento, 2019)
    Conference lecture
    Open Access
    Uno de los principales problemas para diseñar e implementar un sistema de supervisión y control para un proceso radica en la necesidad de establecer una solución ad-hoc para cada instalación. La interoperabilidad de los ...

  • A hybrid recommender system for industrial symbiotic networks 

    Gkatzioura, Anna; Sànchez-Marrè, Miquel; Gibert, Karina (2018)
    Conference lecture
    Open Access
    Various solutions enabling the realization of synergies in Industrial Symbiotic Networks have been proposed. However, incorporating intelligence into the platforms that these networks use, supporting the involved actors ...

  • Decision support systems (DSS) for wastewater treatment plants: a review of the state of the art 

    Mannina, Giorgio; Rebouças, Taise Ferreira; Cosenza, Alida; Sànchez-Marrè, Miquel; Gibert, Karina (2019-10-01)
    Article
    Restricted access - publisher's policy
    The use of decision support systems (DSS) allows integrating all the issues related with sustainable developmentin view of providing a useful support to solve multi-scenario problems. In this work an extensive review on ...

  • An interoperable workflow-based framework for the automation of building intelligent process control systems 

    Pascual Pañach, Josep; Cugueró Escofet, Miquel Àngel; Aguiló Martos, Pere; Sànchez-Marrè, Miquel (International Environmental Modelling and Software Society (iEMSs), 2018)
    Conference lecture
    Open Access
    One of the major problems to design and implement a control/supervision system for a process lies in the need to establish an ad-hoc system for each process installation. On the other side, an open challenge related to the ...

  • Combining data-driven and domain knowledge components in an intelligent assistant to build personalized menus 

    Sànchez-Marrè, Miquel; Gibert, Karina; Sevilla-Villanueva, Beatriz (Springer, 2019)
    Article
    Open Access
    In this paper, some new components that have been integrated in the Diet4You system for the generation of nutritional plans are introduced. Negative user preferences have been modelled and introduced in the system. ...

  • A hybrid recommender system for improving automatic playlist continuation 

    Gatzioura, Anna; Vinagre, João; Jorge, Alípio Mário; Sànchez-Marrè, Miquel (2019-11-08)
    Article
    Open Access
    Although widely used, the majority of current music recommender systems still focus on recommendations’ accuracy, userpreferences and isolated item characteristics, without evaluating other important factors, like the joint ...

  • Application of CBR for intelligent process control of a WWTP 

    Pascual Pañach, Josep; Cugeró Escofet, Miquel Àngel; Sànchez-Marrè, Miquel; Aguiló Martos, Pere (IOS Press, 2019)
    Article
    Open Access
    This paper proposes the use of a Case-Based Reasoning (CBR) system for the control and the supervision of a real wastewater treatment plant (WWTP). A WWTP is a critical system which aims to ensure the quality of the water ...

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